-
1
-
-
0002676017
-
Lazy learning
-
edited collection
-
D.W. Aha (Ed.), Special Issue on Lazy Learning (edited collection), Artificial Intelligence Review 11 (1-5) (1997).
-
(1997)
Artificial Intelligence Review
, vol.11
, Issue.1-5 SPEC. ISSUE
-
-
Aha, D.W.1
-
5
-
-
0041520707
-
On some convergence questions in Bayesian optimization problems
-
M. Aoki, On some convergence questions in Bayesian optimization problems, IEEE Transactions on Automatic Control 10 (1965) 180-182.
-
(1965)
IEEE Transactions on Automatic Control
, vol.10
, pp. 180-182
-
-
Aoki, M.1
-
7
-
-
0016557674
-
Multidimensional binary search trees used for associative searching
-
J.L. Bentley, Multidimensional binary search trees used for associative searching, Communications of the ACM 18 (9) (1975) 509-517.
-
(1975)
Communications of the ACM
, vol.18
, Issue.9
, pp. 509-517
-
-
Bentley, J.L.1
-
8
-
-
0030286577
-
Decision-theoretic case-based reasoning
-
J. Breese, D. Heckerman, Decision-theoretic case-based reasoning, IEEE Transactions on Systems, Man and Cybernetics 26 (6) (1998) 838-842.
-
(1998)
IEEE Transactions on Systems, Man and Cybernetics
, vol.26
, Issue.6
, pp. 838-842
-
-
Breese, J.1
Heckerman, D.2
-
11
-
-
0015095089
-
Independence of measurements and the mean recognition accuracy
-
B. Chandrasekan, Independence of measurements and the mean recognition accuracy, IEEE Transactions on Information Theory 17 (1971) 452-456.
-
(1971)
IEEE Transactions on Information Theory
, vol.17
, pp. 452-456
-
-
Chandrasekan, B.1
-
12
-
-
39549109168
-
Trading MIPS and memory for knowledge engineering
-
R. Creecy, B. Masand, S. Smith, D.L. Waltz, Trading MIPS and memory for knowledge engineering, Communications of the ACM 35 (8) (1992) 48-64.
-
(1992)
Communications of the ACM
, vol.35
, Issue.8
, pp. 48-64
-
-
Creecy, R.1
Masand, B.2
Smith, S.3
Waltz, D.L.4
-
14
-
-
34250080806
-
A weighted nearest neighbor algorithm for learning with symbolic features
-
S. Cost, S. Salzberg, A weighted nearest neighbor algorithm for learning with symbolic features, Machine Learning 10 (1) (1993) 57-78.
-
(1993)
Machine Learning
, vol.10
, Issue.1
, pp. 57-78
-
-
Cost, S.1
Salzberg, S.2
-
17
-
-
0043023539
-
Representation, similarity and the chorus of prototypes
-
S. Edelman, Representation, Similarity and the Chorus of Prototypes, Minds and Machines, 1994.
-
(1994)
Minds and Machines
-
-
Edelman, S.1
-
18
-
-
0004067283
-
Flexible metric nearest neighbor classification
-
Stanford University, Statistics Dept., November
-
J.H. Friedman, Flexible metric nearest neighbor classification, Technical Report, Stanford University, Statistics Dept., November 1994.
-
(1994)
Technical Report
-
-
Friedman, J.H.1
-
19
-
-
0043023537
-
Case-based decision theory
-
Northwestern University, Evanston, IL
-
Z. Gilboa, D. Schmeidler, Case-based decision theory, Technical Report, Northwestern University, Evanston, IL, 1994.
-
(1994)
Technical Report
-
-
Gilboa, Z.1
Schmeidler, D.2
-
20
-
-
0027580356
-
Very simple classification rules perform well on most commonly used datasets
-
R. Holte, Very simple classification rules perform well on most commonly used datasets, Machine Learning 11 (1) (1993) 63-90.
-
(1993)
Machine Learning
, vol.11
, Issue.1
, pp. 63-90
-
-
Holte, R.1
-
21
-
-
0043023538
-
Discriminant adaptive nearest neighbor classification
-
Stanford University, Statistics Dept., December
-
T. Hastie, R. Tibshirani, Discriminant adaptive nearest neighbor classification, Technical Report, Stanford University, Statistics Dept., December 1994.
-
(1994)
Technical Report
-
-
Hastie, T.1
Tibshirani, R.2
-
22
-
-
77957741951
-
On the mean accuracy of statistical pattern recognizers
-
G. Hughes, On the mean accuracy of statistical pattern recognizers, IEEE Transactions on Information Theory 14 (1968) 55-63.
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, pp. 55-63
-
-
Hughes, G.1
-
23
-
-
0026691182
-
The rapid generation of mutation data matrices from protein sequences
-
D. Jones, W. Taylor, J. Thornton, The rapid generation of mutation data matrices from protein sequences, CABIOS 8 (3) (1992) 275-282.
-
(1992)
CABIOS
, vol.8
, Issue.3
, pp. 275-282
-
-
Jones, D.1
Taylor, W.2
Thornton, J.3
-
25
-
-
58149210716
-
The em algorithm for graphical association models with missing data
-
S.L. Lauritzen, The em algorithm for graphical association models with missing data, Computational Statistics and Data Analysis (1995) 191-201.
-
(1995)
Computational Statistics and Data Analysis
, pp. 191-201
-
-
Lauritzen, S.L.1
-
26
-
-
0026992322
-
An analysis of Bayesian classifiers
-
San Jose, CA, AAAI Press
-
P. Langley, W. Iba, An analysis of Bayesian classifiers, in: Proc. 10th National Conf. on Artificial Intelligence (AAAI-92), San Jose, CA, AAAI Press, 1992, pp. 223-228.
-
(1992)
Proc. 10th National Conf. on Artificial Intelligence (AAAI-92)
, pp. 223-228
-
-
Langley, P.1
Iba, W.2
-
27
-
-
0027708859
-
Learning interface agents
-
Washington, DC, MIT Press, Cambridge, MA
-
P. Maes, R. Kozierok, Learning interface agents, in: Proc. 11th National Conf. on Artificial Intelligence (AAAI-93), Washington, DC, MIT Press, Cambridge, MA, 1993, pp. 459-465.
-
(1993)
Proc. 11th National Conf. on Artificial Intelligence (AAAI-93)
, pp. 459-465
-
-
Maes, P.1
Kozierok, R.2
-
28
-
-
0026986166
-
Classifying news stories using memory based reasoning
-
B. Masand, G. Linoff, D.L. Waltz, Classifying news stories using memory based reasoning, in: Proc. SIGIR, 1992, pp. 59-65.
-
(1992)
Proc. SIGIR
, pp. 59-65
-
-
Masand, B.1
Linoff, G.2
Waltz, D.L.3
-
29
-
-
0003408496
-
-
Maintained at the Department of Information and Computer Science, University of California, Irvine, CA; directory pub/machine-learning-databases
-
P.M. Murphy, UCI repository of machine learning databases - a machine-readable data repository, Maintained at the Department of Information and Computer Science, University of California, Irvine, CA; Anonymous FTP from ics.uci.edu in the directory pub/machine-learning-databases, 1995.
-
(1995)
UCI Repository of Machine Learning Databases - A Machine-readable Data Repository
-
-
Murphy, P.M.1
-
31
-
-
0043023536
-
Efficient algorithms with neural network behavior
-
S. Omohundro, Efficient algorithms with neural network behavior, Complex Systems, 1987, 273-347.
-
(1987)
Complex Systems
, pp. 273-347
-
-
Omohundro, S.1
-
32
-
-
0013111818
-
Five balltree construction algorithms
-
International Computer Science Institute, Berkeley, CA
-
S. Omohundro, Five balltree construction algorithms, Technical Report 89-063, International Computer Science Institute, Berkeley, CA, 1989.
-
(1989)
Technical Report 89-063
-
-
Omohundro, S.1
-
34
-
-
85152587712
-
Average case analysis of conjunctive learning algorithms
-
Austin, TX
-
M. Pazzani, W. Sarrett, Average case analysis of conjunctive learning algorithms, in: Proc. Workshop on Machine Learning, Austin, TX, 1990, pp. 339-347.
-
(1990)
Proc. Workshop on Machine Learning
, pp. 339-347
-
-
Pazzani, M.1
Sarrett, W.2
-
35
-
-
85123966307
-
Distributional clustering of English words
-
F. Pereira, N. Tishby, L. Lee, Distributional clustering of English words, in: Proc. 30th Meeting of the Association for Computational Linguistics, 1993, pp. 183-190.
-
(1993)
Proc. 30th Meeting of the Association for Computational Linguistics
, pp. 183-190
-
-
Pereira, F.1
Tishby, N.2
Lee, L.3
-
37
-
-
84999480178
-
Towards a better understanding of memory-based and Bayesian classifiers
-
New Brunswick, NJ, July
-
J. Rachlin, S. Kasif, S. Salzberg, D.W. Aha, Towards a better understanding of memory-based and Bayesian classifiers, in: Proc. 11th International Conf. on Machine Learning, New Brunswick, NJ, July 1994, pp. 242-250.
-
(1994)
Proc. 11th International Conf. on Machine Learning
, pp. 242-250
-
-
Rachlin, J.1
Kasif, S.2
Salzberg, S.3
Aha, D.W.4
-
39
-
-
0026674246
-
Predicting protein secondary structure with a nearest-neighbor algorithm
-
S. Salzberg, S. Cost, Predicting protein secondary structure with a nearest-neighbor algorithm, Journal of Molecular Biology 227 (1992) 371-374.
-
(1992)
Journal of Molecular Biology
, vol.227
, pp. 371-374
-
-
Salzberg, S.1
Cost, S.2
-
40
-
-
84972488038
-
Bayesian analysis in expert systems
-
D.J. Spiegelhalter, A.P. Dawid, S.L. Lauritzen, R.G. Cowell, Bayesian analysis in expert systems, Statistical Science 8 (3) (1993) 219-283.
-
(1993)
Statistical Science
, vol.8
, Issue.3
, pp. 219-283
-
-
Spiegelhalter, D.J.1
Dawid, A.P.2
Lauritzen, S.L.3
Cowell, R.G.4
-
41
-
-
0042021603
-
Multidimensional scaling, tree fitting and clustering
-
R.N. Sheppard, Multidimensional scaling, tree fitting and clustering, Science (1980) 1317-1323.
-
(1980)
Science
, pp. 1317-1323
-
-
Sheppard, R.N.1
-
42
-
-
0022909661
-
Toward memory-based reasoning
-
C. Stanfill, D. Waltz, Toward memory-based reasoning, Communications of the ACM 29 (12) (1986) 1213-1228.
-
(1986)
Communications of the ACM
, vol.29
, Issue.12
, pp. 1213-1228
-
-
Stanfill, C.1
Waltz, D.2
-
44
-
-
0003747605
-
-
Wiley, New York
-
D.M. Titterington, A. Smith, U.E. Makov, Statistical Analysis of Finite Mixture Distributions, Wiley, New York, 1985.
-
(1985)
Statistical Analysis of Finite Mixture Distributions
-
-
Titterington, D.M.1
Smith, A.2
Makov, U.E.3
-
45
-
-
58149411184
-
Features of similarity
-
A. Tversky, Features of similarity, Psychological Review 84 (1977) 324-357.
-
(1977)
Psychological Review
, vol.84
, pp. 324-357
-
-
Tversky, A.1
-
46
-
-
0021518106
-
A theory of the learnable
-
L. Valiant, A theory of the learnable, Communications of the ACM 27 (1984) 1134-1142.
-
(1984)
Communications of the ACM
, vol.27
, pp. 1134-1142
-
-
Valiant, L.1
-
47
-
-
0007487086
-
Local learning algorithms for pattern recognition and dependency estimation
-
V. Vapnik, L. Bottou, Local learning algorithms for pattern recognition and dependency estimation, Neural Computation 5 (1993) 893-909.
-
(1993)
Neural Computation
, vol.5
, pp. 893-909
-
-
Vapnik, V.1
Bottou, L.2
-
49
-
-
0027199670
-
Protein secondary structure prediction using nearest-neighbor methods
-
T.-M. Yi, E. Lander, Protein secondary structure prediction using nearest-neighbor methods, Journal of Molecular Biology 232 (1993) 1117-1129.
-
(1993)
Journal of Molecular Biology
, vol.232
, pp. 1117-1129
-
-
Yi, T.-M.1
Lander, E.2
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